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Correa-Garcia S, Corelli V, Tremblay J, Dozois JA, Mukula E, Séguin A, Yergeau E. Soil fauna-microbial interactions shifts fungal and bacterial communities under a contamination disturbance. PLoS One 2023; 18:e0292227. [PMID: 37878639 PMCID: PMC10599570 DOI: 10.1371/journal.pone.0292227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 09/17/2023] [Indexed: 10/27/2023] Open
Abstract
The aim of this study was to determine whether the soil faunal-microbial interaction complexity (SFMIC) is a significant factor influencing the soil microbial communities and the willow growth in the context of PAH contamination. The SFMIC treatment had eight levels: just the microbial community, or the microbial community with nematodes, springtails, earthworms and all the possible combinations. SFMIC affected the height and biomass of willows after eight weeks or growth. SFMIC affected the structure and the composition of the bacterial, archaeal and fungal communities, with significant effects of SFMIC on the relative abundance of fungal genera such as Sphaerosporella, a known willow symbiont during phytoremediation, and bacterial phyla such as Actinobacteriota, containing many polycyclic aromatic hydrocarbons (PAH) degraders. These SFMIC effects on microbial communities were not clearly reflected in the community structure and abundance of PAH degraders, even though some degraders related to Actinobacteriota and the diversity of Gram-negative degraders were affected by the SFMIC treatments. Over 95% of PAH was degraded in all pots at the end of the experiment. Overall, our results suggest that, under our experimental conditions, SFMIC changes willow phytoremediation outcomes.
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Affiliation(s)
- Sara Correa-Garcia
- Centre Armand-Frappier Santé Biotechnologie, Institut national de la recherche scientifique, Université du Québec, Laval, QC, Canada
- Laurentian Forestry Center, Natural Resources Canada, Québec City, QC, Canada
| | - Vincenzo Corelli
- Centre Armand-Frappier Santé Biotechnologie, Institut national de la recherche scientifique, Université du Québec, Laval, QC, Canada
| | - Julien Tremblay
- Energy, Mining and Environment, National Research Council Canada, Montréal, QC, Canada
| | - Jessica Ann Dozois
- Centre Armand-Frappier Santé Biotechnologie, Institut national de la recherche scientifique, Université du Québec, Laval, QC, Canada
| | - Eugenie Mukula
- Centre Armand-Frappier Santé Biotechnologie, Institut national de la recherche scientifique, Université du Québec, Laval, QC, Canada
| | - Armand Séguin
- Laurentian Forestry Center, Natural Resources Canada, Québec City, QC, Canada
| | - Etienne Yergeau
- Centre Armand-Frappier Santé Biotechnologie, Institut national de la recherche scientifique, Université du Québec, Laval, QC, Canada
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Chaudhary DK, Bajagain R, Jeong SW, Kim J. Insights into the biodegradation of diesel oil and changes in bacterial communities in diesel-contaminated soil as a consequence of various soil amendments. CHEMOSPHERE 2021; 285:131416. [PMID: 34242986 DOI: 10.1016/j.chemosphere.2021.131416] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Revised: 06/15/2021] [Accepted: 06/30/2021] [Indexed: 06/13/2023]
Abstract
Soil amendment is a promising strategy to enhance biodegradation capacity of indigenous bacteria. To assess the consequences of various soil amendments before large-scale implementation, a microcosm study was employed to investigate the effects of nutrients (TN), surfactants (TS), oxidants (TO), biochar (TB), and zero-valent iron nanoparticles (nZVI; TNP) on diesel degradation, bacterial communities, and community-level physiological profiles (CLPPs) of legacy field contaminated soil. The results showed that the TN, TB, TNP, TS, and TO, reduced 75.8%, 63.9%, 62.8%, 49.3%, and 40.1% of total petroleum hydrocarbons (TPH), respectively, within 120 days, while control (TW) reduced only 33.8%. In all soil amendments, TPH reduction was positively correlated with oxidation-reduction potential and heterotrophic and TPH-degrading bacteria, while negatively correlated with total nitrogen and available phosphate. Furthermore, in TW, TB, and TNP microcosms, TPH reduction showed positive association with pH, whereas in TN, TS, and TO, TPH reduction was negatively associated with pH. The bacterial diversity was reduced in all treatments as a function of the soil amendment and remediation time: the enriched potential TPH-degrading bacteria were Dyella, Paraburkholderia, Clavibacter, Arthrobacter, Rhodanobacter, Methylobacterium, and Pandoraea. The average well colour development (AWCD) values in CLPPs were higher in TB, sustained and improved in TN, and markedly lower in TNP, TS, and TO microcosms. Overall, these data demonstrate that nutrients and biochar amendments may be helpful in boosting biodegradation, increasing diesel-degrading bacteria, and improving soil physiological functions. In conclusion, diesel degradation efficiency and bacterial communities are widely affected by both type and duration of soil amendments.
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Affiliation(s)
| | - Rishikesh Bajagain
- Department of Environmental Engineering, Kunsan National University, Kunsan, 54150, South Korea
| | - Seung-Woo Jeong
- Department of Environmental Engineering, Kunsan National University, Kunsan, 54150, South Korea.
| | - Jaisoo Kim
- Department of Life Science, Kyonggi University, Suwon, 16227, South Korea.
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3
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Galitskaya P, Biktasheva L, Blagodatsky S, Selivanovskaya S. Response of bacterial and fungal communities to high petroleum pollution in different soils. Sci Rep 2021; 11:164. [PMID: 33420266 PMCID: PMC7794381 DOI: 10.1038/s41598-020-80631-4] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Accepted: 12/21/2020] [Indexed: 01/29/2023] Open
Abstract
Petroleum pollution of soils is a major environmental problem. Soil microorganisms can decompose a significant fraction of petroleum hydrocarbons in soil at low concentrations (1-5%). This characteristic can be used for soil remediation after oil pollution. Microbial community dynamics and functions are well studied in cases of moderate petroleum pollution, while cases with heavy soil pollution have received much less attention. We studied bacterial and fungal successions in three different soils with high petroleum contents (6 and 25%) in a laboratory experiment. The proportion of aliphatic and aromatic compounds decreased by 4-7% in samples with 6% pollution after 120 days of incubation but remained unchanged in samples with 25% hydrocarbons. The composition of the microbial community changed significantly in all cases. Oil pollution led to an increase in the relative abundance of bacteria such as Actinobacteria and the candidate TM7 phylum (Saccaribacteria) and to a decrease in that of Bacteroidetes. The gene abundance (number of OTUs) of oil-degrading bacteria (Rhodococcus sp., candidate class TM7-3 representative) became dominant in all soil samples, irrespective of the petroleum pollution level and soil type. The fungal communities in unpolluted soil samples differed more significantly than the bacterial communities. Nonmetric multidimensional scaling revealed that in the polluted soil, successions of fungal communities differed between soils, in contrast to bacterial communities. However, these successions showed similar trends: fungi capable of lignin and cellulose decomposition, e.g., from the genera Fusarium and Mortierella, were dominant during the incubation period.
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Affiliation(s)
- Polina Galitskaya
- grid.77268.3c0000 0004 0543 9688Institute of Environmental Sciences, Kazan Federal University, Kazan, 420008 Russia
| | - Liliya Biktasheva
- grid.77268.3c0000 0004 0543 9688Institute of Environmental Sciences, Kazan Federal University, Kazan, 420008 Russia
| | - Sergey Blagodatsky
- grid.9464.f0000 0001 2290 1502Institute of Plant Production and Agroecology in the Tropics and Subtropics, University of Hohenheim, 70599 Stuttgart, Germany ,grid.451005.5Institute of Physico-Chemical and Biological Problems of Soil Science, Pushchino, 142290 Russia
| | - Svetlana Selivanovskaya
- grid.77268.3c0000 0004 0543 9688Institute of Environmental Sciences, Kazan Federal University, Kazan, 420008 Russia
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4
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Li S, Hu S, Shi S, Ren L, Yan W, Zhao H. Microbial diversity and metaproteomic analysis of activated sludge responses to naphthalene and anthracene exposure. RSC Adv 2019; 9:22841-22852. [PMID: 35702527 PMCID: PMC9116109 DOI: 10.1039/c9ra04674g] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2019] [Accepted: 07/18/2019] [Indexed: 11/21/2022] Open
Abstract
The activated sludge process can effectively remove polycyclic aromatic hydrocarbons (PAHs) from wastewater via biodegradation. However, the degradable microorganisms and functional enzymes involved in this process remain unclear. In this study, we successfully employed a laboratory-scale sequential batch reactor to investigate variations in microbial community and protein expression in response to the addition of different PAHs and process time. The analysis of bacterial community structure by 454 pyrosequencing of the 16S rRNA gene indicated that bacteria from Burkholderiales order were dominant in PAHs treated sludge. Mass spectrometry performed with 2D protein profiles of all sludge samples demonstrated that most proteins exhibiting differential expression profiles during the process were derived from Burkholderiales populations; these proteins are involved in DNA replication, fatty acid and glucose metabolism, stress response, protein synthesis, and aromatic hydrocarbon metabolism. Nevertheless, the protein expression profiles indicated that naphthalene, but not anthracene, can induce the expression of PAH-degrading proteins and accelerate its elimination from sludge. Though only naphthalene and anthracene were added into our experimental groups, the differentially expressed enzymes involved in other PAHs (especially biphenyl) metabolism were also detected. This study provides apparent evidence linking the metabolic activities of Burkholderiales populations with the degradation of PAHs in activated sludge processes. Overall, our findings highlighted the successful application of metaproteomics integrated with microbial diversity analysis by high-throughput sequencing technique on the analysis of environmental samples, which could provide a convenience to monitor the changes in proteins expression profiles and their correlation with microbial diversity.
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Affiliation(s)
- Shanshan Li
- Department of Environmental Science & Engineering, Xi'an Jiaotong University Xi'an 710049 China
| | - Shaoda Hu
- Tianjin Key Laboratory for Biomarkers of Occupational and Environmental Hazard, Logistics University of Chinese People's Armed Police Forces Tianjin 300309 China
| | - Sanyuan Shi
- Key Laboratory of Industrial Fermentation Microbiology, Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, National Engineering Laboratory for Industrial Enzymes, College of Biotechnology, Tianjin University of Science & Technology Tianjin 300457 China +86-22-80235816
| | - Lu Ren
- Key Laboratory of Industrial Fermentation Microbiology, Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, National Engineering Laboratory for Industrial Enzymes, College of Biotechnology, Tianjin University of Science & Technology Tianjin 300457 China +86-22-80235816
| | - Wei Yan
- Department of Environmental Science & Engineering, Xi'an Jiaotong University Xi'an 710049 China
| | - Huabing Zhao
- Key Laboratory of Industrial Fermentation Microbiology, Ministry of Education, Tianjin Key Laboratory of Industrial Microbiology, National Engineering Laboratory for Industrial Enzymes, College of Biotechnology, Tianjin University of Science & Technology Tianjin 300457 China +86-22-80235816
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Joyner JL, Kerwin J, Deeb M, Lozefski G, Prithiviraj B, Paltseva A, McLaughlin J, Groffman P, Cheng Z, Muth TR. Green Infrastructure Design Influences Communities of Urban Soil Bacteria. Front Microbiol 2019; 10:982. [PMID: 31156569 PMCID: PMC6531853 DOI: 10.3389/fmicb.2019.00982] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2018] [Accepted: 04/18/2019] [Indexed: 11/13/2022] Open
Abstract
The importance of natural ecosystem processes is often overlooked in urban areas. Green Infrastructure (GI) features have been constructed in urban areas as elements to capture and treat excess urban runoff while providing a range of ancillary benefits, e.g., ecosystem processes mediated by microorganisms that improve air and water quality, in addition to the associations with plant and tree rhizospheres. The objective of this study was to characterize the bacterial community and diversity in engineered soils (Technosols) of five types of GI in New York City; vegetated swales, right of way bioswales (ROWB; including street-side infiltration systems and enhanced tree pits), and an urban forest. The design of ROWB GI features directly connects with the road to manage street runoff, which can increase the Technosol saturation and exposure to urban contaminants washed from the street and carried into the GI feature. This GI design specifically accommodates dramatic pulses of water that influence the bacterial community composition and diversity through the selective pressure of contaminants or by disturbance. The ROWB had the highest biodiversity, but no significant correlation with levels of soil organic matter and microbially-mediated biogeochemical functions. Another important biogeochemical parameter for soil bacterial communities is pH, which influenced the bacterial community composition, consistent with studies in non-urban soils. Bacterial community composition in GI features showed signs of anthropogenic disturbance, including exposure to animal feces and chemical contaminants, such as petroleum products. Results suggest the overall design and management of GI features with a channeled connection with street runoff, such as ROWB, have a comprehensive effect on soil parameters (particularly organic matter) and the bacterial community. One key consideration for future assessments of GI microbial community would be to determine the source of organic matter and elucidate the relationship between vegetation, Technosol, and bacteria in the designed GI features.
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Affiliation(s)
- Jessica Lee Joyner
- Department of Biological Sciences, Brooklyn College of The City University of New York, Brooklyn, NY, United States.,Department of Biology, Georgia State University, Atlanta, Georgia
| | - Jordan Kerwin
- Department of Biological Sciences, Brooklyn College of The City University of New York, Brooklyn, NY, United States
| | - Maha Deeb
- Department of Earth and Environmental Sciences, Brooklyn College of The City University of New York, Brooklyn, NY, United States
| | - George Lozefski
- Department of Earth and Environmental Sciences, Brooklyn College of The City University of New York, Brooklyn, NY, United States
| | - Bharath Prithiviraj
- Department of Earth and Environmental Sciences, Brooklyn College of The City University of New York, Brooklyn, NY, United States.,Advanced Science Research Center at the Graduate Center of the City University of New York, New York, NY, United States
| | - Anna Paltseva
- Department of Earth and Environmental Sciences, Brooklyn College of The City University of New York, Brooklyn, NY, United States.,Graduate Center of The City University of New York (CUNY), New York, NY, United States
| | - John McLaughlin
- New York City Department of Environmental Protection, Flushing, NY, United States
| | - Peter Groffman
- Department of Earth and Environmental Sciences, Brooklyn College of The City University of New York, Brooklyn, NY, United States.,Advanced Science Research Center at the Graduate Center of the City University of New York, New York, NY, United States
| | - Zhongqi Cheng
- Department of Earth and Environmental Sciences, Brooklyn College of The City University of New York, Brooklyn, NY, United States.,Graduate Center of The City University of New York (CUNY), New York, NY, United States
| | - Theodore R Muth
- Department of Biological Sciences, Brooklyn College of The City University of New York, Brooklyn, NY, United States.,Graduate Center of The City University of New York (CUNY), New York, NY, United States
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de Menezes AB, Prendergast-Miller MT, Macdonald LM, Toscas P, Baker G, Farrell M, Wark T, Richardson AE, Thrall PH. Earthworm-induced shifts in microbial diversity in soils with rare versus established invasive earthworm populations. FEMS Microbiol Ecol 2019; 94:4951599. [PMID: 29579181 DOI: 10.1093/femsec/fiy051] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2017] [Accepted: 03/21/2018] [Indexed: 12/18/2022] Open
Abstract
European earthworms have colonised many parts of Australia, although their impact on soil microbial communities remains largely uncharacterised. An experiment was conducted to contrast the responses to Aporrectodea trapezoides introduction between soils from sites with established (Talmo, 64 A. trapezoides m-2) and rare (Glenrock, 0.6 A. trapezoides m-2) A. trapezoides populations. Our hypothesis was that earthworm introduction would lead to similar changes in bacterial communities in both soils. The effects of earthworm introduction (earthworm activity and cadaver decomposition) did not lead to a convergence of bacterial community composition between the two soils. However, in both soils, the Firmicutes decreased in abundance and a common set of bacteria responded positively to earthworms. The increase in the abundance of Flavobacterium, Chitinophagaceae, Rhodocyclaceae and Sphingobacteriales were consistent with previous studies. Evidence for possible soil resistance to earthworms was observed, with lower earthworm survival in Glenrock microcosms coinciding with A. trapezoides rarity in this site, lower soil organic matter and clay content and differences in the diversity and abundance of potential earthworm mutualist bacteria. These results suggest that while the impacts of earthworms vary between different soils, the consistent response of some bacteria may aid in predicting the impacts of earthworms on soil ecosystems.
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Affiliation(s)
| | | | - Lynne M Macdonald
- CSIRO Agriculture & Food, Locked bag 2, Glen Osmond, SA 5064, Australia
| | - Peter Toscas
- Data61, Private Bag 10, Clayton South, VIC 3169, Australia
| | - Geoff Baker
- CSIRO Agriculture & Food, PO Box 1700, Canberra, ACT 2601, Australia
| | - Mark Farrell
- CSIRO Agriculture & Food, Locked bag 2, Glen Osmond, SA 5064, Australia
| | - Tim Wark
- Data61, QCAT, Pullenvale, QLD 4069, Australia
| | - Alan E Richardson
- CSIRO Agriculture & Food, PO Box 1700, Canberra, ACT 2601, Australia
| | - Peter H Thrall
- CSIRO Agriculture & Food, PO Box 1700, Canberra, ACT 2601, Australia
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7
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Storey S, Ashaari MM, Clipson N, Doyle E, de Menezes AB. Opportunistic Bacteria Dominate the Soil Microbiome Response to Phenanthrene in a Microcosm-Based Study. Front Microbiol 2018; 9:2815. [PMID: 30519226 PMCID: PMC6258822 DOI: 10.3389/fmicb.2018.02815] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2017] [Accepted: 11/02/2018] [Indexed: 11/17/2022] Open
Abstract
Bioremediation offers a sustainable approach for removal of polycyclic aromatic hydrocarbons (PAHs) from the environment; however, information regarding the microbial communities involved remains limited. In this study, microbial community dynamics and the abundance of the key gene (PAH-RHDα) encoding a ring hydroxylating dioxygenase involved in PAH degradation were examined during degradation of phenanthrene in a podzolic soil from the site of a former timber treatment facility. The 10,000-fold greater abundance of this gene associated with Gram-positive bacteria found in phenanthrene-amended soil compared to unamended soil indicated the likely role of Gram-positive bacteria in PAH degradation. In contrast, the abundance of the Gram-negative PAHs-RHDα gene was very low throughout the experiment. While phenanthrene induced increases in the abundance of a small number of OTUs from the Actinomycetales and Sphingomonadale, most of the remainder of the community remained stable. A single unclassified OTU from the Micrococcaceae family increased ~20-fold in relative abundance, reaching 32% of the total sequences in amended microcosms on day 7 of the experiment. The relative abundance of this same OTU increased 4.5-fold in unamended soils, and a similar pattern was observed for the second most abundant PAH-responsive OTU, classified into the Sphingomonas genus. Furthermore, the relative abundance of both of these OTUs decreased substantially between days 7 and 17 in the phenanthrene-amended and control microcosms. This suggests that their opportunistic phenotype, in addition to likely PAH-degrading ability, was determinant in the vigorous growth of dominant PAH-responsive OTUs following phenanthrene amendment. This study provides new information on the temporal response of soil microbial communities to the presence and degradation of a significant environmental pollutant, and as such has the potential to inform the design of PAH bioremediation protocols.
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Affiliation(s)
- Sean Storey
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland.,Earth Institute, University College Dublin, Dublin, Ireland
| | - Mardiana Mohd Ashaari
- Department of Biotechnology, Kulliyah of Science, International Islamic University Malaysia, Malaysia, Malaysia
| | - Nicholas Clipson
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland.,Earth Institute, University College Dublin, Dublin, Ireland
| | - Evelyn Doyle
- School of Biology and Environmental Science, University College Dublin, Dublin, Ireland.,Earth Institute, University College Dublin, Dublin, Ireland
| | - Alexandre B de Menezes
- Microbiology, School of Natural Sciences, Ryan Institute, National University of Ireland, Galway, Ireland
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8
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Lu L, Wang G, Yeung M, Xi J, Hu HY. Response of microbial community structure and metabolic profile to shifts of inlet VOCs in a gas-phase biofilter. AMB Express 2018; 8:160. [PMID: 30284060 PMCID: PMC6170518 DOI: 10.1186/s13568-018-0687-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2018] [Accepted: 09/25/2018] [Indexed: 12/31/2022] Open
Abstract
The effects of inlet VOCs (Volatile Organic Compounds) shifts on microbial community structure in a biofiltration system were investigated. A lab-scale biofilter was set up to treat eight VOCs sequentially. Short declines in removal efficiency appeared after VOCs shifts and then later recovered. The number of OTUs in the biofilter declined from 690 to 312 over time. At the phylum level, Actinobacteria and Proteobacteria remained dominant throughout the operation for all VOCs, with their combined abundance ranging from 60 to 90%. The abundances of Planctomycetes and Thermi increased significantly to 20% and 5%, respectively, with the intake of non-aromatic hydrocarbons. At the genus level, Rhodococcus was present in the highest abundance (≥ 10%) throughout the experiment, indicating its wide degradability. Some potential degraders were also found; namely, Thauera and Pseudomonas, which increased in abundance to 19% and 12% during treatment with ethyl acetate and toluene, respectively. Moreover, the microbial metabolic activity declined gradually with time, and the metabolic profile of the toluene-treating community differed significantly from those of other communities.
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9
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Correa‐García S, Pande P, Séguin A, St‐Arnaud M, Yergeau E. Rhizoremediation of petroleum hydrocarbons: a model system for plant microbiome manipulation. Microb Biotechnol 2018; 11:819-832. [PMID: 30066464 PMCID: PMC6116750 DOI: 10.1111/1751-7915.13303] [Citation(s) in RCA: 58] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2018] [Revised: 07/06/2018] [Accepted: 07/09/2018] [Indexed: 12/18/2022] Open
Abstract
Phytoremediation is a green and sustainable alternative to physico-chemical methods for contaminated soil remediation. One of the flavours of phytoremediation is rhizoremediation, where plant roots stimulate soil microbes to degrade organic contaminants. This approach is particularly interesting as it takes advantage of naturally evolved interaction mechanisms between plant and microorganisms and often results in a complete mineralization of the contaminants (i.e. transformation to water and CO2 ). However, many biotic and abiotic factors influence the outcome of this interaction, resulting in variable efficiency of the remediation process. The difficulty to predict precisely the timeframe associated with rhizoremediation leads to low adoption rates of this green technology. Here, we review recent literature related to rhizoremediation, with a particular focus on soil organisms. We then expand on the potential of rhizoremediation to be a model plant-microbe interaction system for microbiome manipulation studies.
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Affiliation(s)
- Sara Correa‐García
- Centre INRS‐Institut Armand‐FrappierInstitut national de la recherche scientifiqueUniversité du QuébecLavalQCCanada
- Laurentian Forest CenterNatural Ressources CanadaQuébec CityQCCanada
| | - Pranav Pande
- Centre INRS‐Institut Armand‐FrappierInstitut national de la recherche scientifiqueUniversité du QuébecLavalQCCanada
- Institut de recherche en biologie végétaleUniversité de Montréal and Jardin Botanique de MontréalMontréalQCCanada
| | - Armand Séguin
- Laurentian Forest CenterNatural Ressources CanadaQuébec CityQCCanada
| | - Marc St‐Arnaud
- Institut de recherche en biologie végétaleUniversité de Montréal and Jardin Botanique de MontréalMontréalQCCanada
| | - Etienne Yergeau
- Centre INRS‐Institut Armand‐FrappierInstitut national de la recherche scientifiqueUniversité du QuébecLavalQCCanada
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